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Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systems

Jul 22, 2019
Mark D. McDonnell, Hesham Mostafa, Runchun Wang, Andre van Schaik

* 8 pages, published IEEE conference paper 

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Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain

May 23, 2018
Chetan Singh Thakur, Jamal Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qiao, Johannes Schemmel, Runchun Wang, Elisabetta Chicca, Jennifer Olson Hasler, Jae-sun Seo, Shimeng Yu, Yu Cao, André van Schaik, Ralph Etienne-Cummings


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An FPGA-based Massively Parallel Neuromorphic Cortex Simulator

Mar 08, 2018
Runchun Wang, Chetan Singh Thakur, Andre van Schaik

* 18 pages 

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An Online Learning Algorithm for Neuromorphic Hardware Implementation

Jul 30, 2017
Chetan Singh Thakur, Runchun Wang, Saeed Afshar, Gregory Cohen, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik

* 8 pages 

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A Stochastic Approach to STDP

Mar 13, 2016
Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik

* IEEE-International Symposium on Circuits and Systems (ISCAS)-2016 

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A Reconfigurable Mixed-signal Implementation of a Neuromorphic ADC

Sep 03, 2015
Ying Xu, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Runchun Wang, Andre van Schaik

* BioCAS-2015 

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A compact aVLSI conductance-based silicon neuron

Sep 03, 2015
Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik

* BioCAS-2015 

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A neuromorphic hardware architecture using the Neural Engineering Framework for pattern recognition

Jul 21, 2015
Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik


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A Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch

Jul 10, 2015
Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, Andre van Schaik

* Submitted to TCAS-I 

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A neuromorphic hardware framework based on population coding

Mar 02, 2015
Chetan Singh Thakur, Tara Julia Hamilton, Runchun Wang, Jonathan Tapson, André van Schaik

* In submission to IJCNN2015 

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The Ripple Pond: Enabling Spiking Networks to See

Jun 13, 2013
Saeed Afshar, Gregory Cohen, Runchun Wang, Andre van Schaik, Jonathan Tapson, Torsten Lehmann, Tara Julia Hamilton

* Submitted to Frontiers in Neuromorphic Engineering (June 12, 2013) 

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